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Preheat the oven to 200C/180C Fan/Gas 6. Cook the chorizo in a dry nonstick pan until the fat starts to run out. Transfer to a plate using a slotted spoon, leaving the fat in the pan.
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Add the onion to the pan and cook until it's soft and starting to brown.
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Add the peppers and garlic and cook over a medium heat, stirring occasionally for 5 minutes.
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Add the tomatoes and paprika and cook until pulpy and reduced - this should take about 5 minutes.
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Stir in the chorizo, spoon into four individual ramekins and make a hollow on the surface for the egg. You can also make this in a large baking dish and make four hollows on the surface.
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Break an egg into each hollow. Dot with butter and cook for 8-10 minutes or until the whites are cooked and the yolks are still soft.